AU2013212273B2 - Automated pharmaceutical pill identification - Google Patents

Automated pharmaceutical pill identification Download PDF

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Publication number
AU2013212273B2
AU2013212273B2 AU2013212273A AU2013212273A AU2013212273B2 AU 2013212273 B2 AU2013212273 B2 AU 2013212273B2 AU 2013212273 A AU2013212273 A AU 2013212273A AU 2013212273 A AU2013212273 A AU 2013212273A AU 2013212273 B2 AU2013212273 B2 AU 2013212273B2
Authority
AU
Australia
Prior art keywords
image
pill
features
pharmaceutical composition
classifier
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
AU2013212273A
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English (en)
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AU2013212273A1 (en
Inventor
Alexander GEBALA
Eugene Gershtein
Alan Jacobs
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Interlink AI Inc
Original Assignee
Perceptimed Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Perceptimed Inc filed Critical Perceptimed Inc
Publication of AU2013212273A1 publication Critical patent/AU2013212273A1/en
Priority to AU2018204543A priority Critical patent/AU2018204543B2/en
Application granted granted Critical
Publication of AU2013212273B2 publication Critical patent/AU2013212273B2/en
Ceased legal-status Critical Current
Anticipated expiration legal-status Critical

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/60—Rotation of whole images or parts thereof
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/66—Trinkets, e.g. shirt buttons or jewellery items
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
    • G06V30/248—Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G06V30/2528—Combination of methods, e.g. classifiers, working on the same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
    • G06V30/248—Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G06V30/2552—Combination of methods, e.g. classifiers, working on different input data, e.g. sensor fusion

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Medical Preparation Storing Or Oral Administration Devices (AREA)
  • Image Processing (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
AU2013212273A 2012-01-23 2013-01-23 Automated pharmaceutical pill identification Ceased AU2013212273B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU2018204543A AU2018204543B2 (en) 2012-01-23 2018-06-22 Automated Pharmaceutical Pill Identification

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201261589750P 2012-01-23 2012-01-23
US61/589,750 2012-01-23
PCT/US2013/022754 WO2013112591A1 (en) 2012-01-23 2013-01-23 Automated pharmaceutical pill identification

Related Child Applications (1)

Application Number Title Priority Date Filing Date
AU2018204543A Division AU2018204543B2 (en) 2012-01-23 2018-06-22 Automated Pharmaceutical Pill Identification

Publications (2)

Publication Number Publication Date
AU2013212273A1 AU2013212273A1 (en) 2014-08-14
AU2013212273B2 true AU2013212273B2 (en) 2018-07-19

Family

ID=48873866

Family Applications (2)

Application Number Title Priority Date Filing Date
AU2013212273A Ceased AU2013212273B2 (en) 2012-01-23 2013-01-23 Automated pharmaceutical pill identification
AU2018204543A Ceased AU2018204543B2 (en) 2012-01-23 2018-06-22 Automated Pharmaceutical Pill Identification

Family Applications After (1)

Application Number Title Priority Date Filing Date
AU2018204543A Ceased AU2018204543B2 (en) 2012-01-23 2018-06-22 Automated Pharmaceutical Pill Identification

Country Status (9)

Country Link
US (3) US9842257B2 (pt)
EP (1) EP2807610A4 (pt)
JP (2) JP6154826B2 (pt)
CN (1) CN104205128B (pt)
AU (2) AU2013212273B2 (pt)
BR (1) BR112014018171A8 (pt)
CA (1) CA2862071C (pt)
HK (2) HK1204819A1 (pt)
WO (1) WO2013112591A1 (pt)

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JP2021522070A (ja) * 2018-04-26 2021-08-30 ソルテラ・アロイズ・インコーポレイテッド スクラップからのコインのリサイクル
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WO2020039567A1 (ja) * 2018-08-23 2020-02-27 日本電気株式会社 物体照合装置
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CN109978018A (zh) * 2019-03-06 2019-07-05 颐保医疗科技(上海)有限公司 一种中药材人工智能鉴别系统及其鉴别方法
CN109934277B (zh) * 2019-03-06 2023-05-12 颐保医疗科技(上海)有限公司 一种基于人工智能的中药材采收时间的鉴别方法
CN110111868A (zh) * 2019-04-19 2019-08-09 无锡市第九人民医院 一种裸药药片信息采集装置及方法
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KR20220167613A (ko) * 2021-06-14 2022-12-21 (주)제이브이엠 약포 검사 시스템
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Also Published As

Publication number Publication date
AU2013212273A1 (en) 2014-08-14
BR112014018171A2 (pt) 2017-06-20
AU2018204543A1 (en) 2018-07-12
US20150302255A1 (en) 2015-10-22
CA2862071C (en) 2019-01-08
US20190258860A1 (en) 2019-08-22
HK1204819A1 (en) 2015-12-04
US9842257B2 (en) 2017-12-12
HK1205315A1 (en) 2015-12-11
CN104205128A (zh) 2014-12-10
JP6154826B2 (ja) 2017-06-28
EP2807610A4 (en) 2016-03-02
US10229321B2 (en) 2019-03-12
JP2015512075A (ja) 2015-04-23
JP2017199388A (ja) 2017-11-02
US20180046862A1 (en) 2018-02-15
JP6409094B2 (ja) 2018-10-17
AU2018204543B2 (en) 2019-12-19
WO2013112591A1 (en) 2013-08-01
CN104205128B (zh) 2018-02-16
CA2862071A1 (en) 2013-08-01
BR112014018171A8 (pt) 2017-07-11
EP2807610A1 (en) 2014-12-03
US10467477B2 (en) 2019-11-05

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